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2026 2

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Intensity Dot Product Graphs

stat.ML · 2026-04-09 · unverdicted · novelty 7.0

Intensity Dot Product Graphs generate random graphs via Poisson point processes on latent space with dot-product affinities, defining heat maps and desire operators while proving spectral consistency to the operator spectrum.

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Showing 2 of 2 citing papers.

  • Intensity Dot Product Graphs stat.ML · 2026-04-09 · unverdicted · none · ref 33

    Intensity Dot Product Graphs generate random graphs via Poisson point processes on latent space with dot-product affinities, defining heat maps and desire operators while proving spectral consistency to the operator spectrum.

  • An accelerated direct solver for scalar wave scattering by multiple transmissive inclusions in two dimensions math.NA · 2026-03-10 · unverdicted · none · ref 32

    A proxy-method direct solver for Helmholtz transmission problems with many inclusions compresses the linear system to O(ωD) size and runs in O(N^{1.5}) time using the PMCHWT formulation, outperforming Burton-Miller.